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Test of lepton universality using B⁺→K⁺ℓ⁺ℓ⁻ decays
Several hints of potential $B$ physics anomalies have been observed in recent years. Some of the observables, such as $R_{K}$, the ratio of branching fractions of $B^{+}\to K^{+}\mu^{+}\mu^{-}$ to that of $B^{+}\to K^{+}e^{+}e^{-}$, have exhibited deviations from the standard model prediction. This...
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Lenguaje: | eng |
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2023
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Acceso en línea: | http://cds.cern.ch/record/2868339 |
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author | Lau, Ka Tung |
author_facet | Lau, Ka Tung |
author_sort | Lau, Ka Tung |
collection | CERN |
description | Several hints of potential $B$ physics anomalies have been observed in recent years. Some of the observables, such as $R_{K}$, the ratio of branching fractions of $B^{+}\to K^{+}\mu^{+}\mu^{-}$ to that of $B^{+}\to K^{+}e^{+}e^{-}$, have exhibited deviations from the standard model prediction. This could be a sign of new physics involving lepton non-universality. In 2018, the CMS experiment implemented a novel trigger strategy called $B$-parking, which enabled the collection of an unbiased sample of $\mathcal{O}(10^{10})$ $B$ hadron decays. This dataset provides an opportunity to measure and search for rare $B$ decays, such as the measurement of $R_{K}$. This dissertation details the use of the data parking and tag-and-probe trigger strategy to collect an enormous and unbiased sample of $B$ hadron decays, followed by a thorough analysis of the $R_{K}$ measurement using this data. To increase the sensitivity of the analysis for soft electrons, a new low-$p_T$ electron reconstruction algorithm is developed to improve the reconstruction efficiency in the low-energy region for electrons. Dedicated electron identifications are also developed for this analysis to reduce contamination from fake electrons. A machine-learning-based classifier is developed and applied to the event selection process to extract rare signals from the overwhelming background. Finally, the analysis strategy is validated through a series of cross-checks, and the first measurement of $R_K$ at CMS is reported. |
id | cern-2868339 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2023 |
record_format | invenio |
spelling | cern-28683392023-09-16T18:53:47Zhttp://cds.cern.ch/record/2868339engLau, Ka TungTest of lepton universality using B⁺→K⁺ℓ⁺ℓ⁻ decaysParticle Physics - ExperimentSeveral hints of potential $B$ physics anomalies have been observed in recent years. Some of the observables, such as $R_{K}$, the ratio of branching fractions of $B^{+}\to K^{+}\mu^{+}\mu^{-}$ to that of $B^{+}\to K^{+}e^{+}e^{-}$, have exhibited deviations from the standard model prediction. This could be a sign of new physics involving lepton non-universality. In 2018, the CMS experiment implemented a novel trigger strategy called $B$-parking, which enabled the collection of an unbiased sample of $\mathcal{O}(10^{10})$ $B$ hadron decays. This dataset provides an opportunity to measure and search for rare $B$ decays, such as the measurement of $R_{K}$. This dissertation details the use of the data parking and tag-and-probe trigger strategy to collect an enormous and unbiased sample of $B$ hadron decays, followed by a thorough analysis of the $R_{K}$ measurement using this data. To increase the sensitivity of the analysis for soft electrons, a new low-$p_T$ electron reconstruction algorithm is developed to improve the reconstruction efficiency in the low-energy region for electrons. Dedicated electron identifications are also developed for this analysis to reduce contamination from fake electrons. A machine-learning-based classifier is developed and applied to the event selection process to extract rare signals from the overwhelming background. Finally, the analysis strategy is validated through a series of cross-checks, and the first measurement of $R_K$ at CMS is reported.CERN-THESIS-2023-131oai:cds.cern.ch:28683392023-08-23T20:31:21Z |
spellingShingle | Particle Physics - Experiment Lau, Ka Tung Test of lepton universality using B⁺→K⁺ℓ⁺ℓ⁻ decays |
title | Test of lepton universality using B⁺→K⁺ℓ⁺ℓ⁻ decays |
title_full | Test of lepton universality using B⁺→K⁺ℓ⁺ℓ⁻ decays |
title_fullStr | Test of lepton universality using B⁺→K⁺ℓ⁺ℓ⁻ decays |
title_full_unstemmed | Test of lepton universality using B⁺→K⁺ℓ⁺ℓ⁻ decays |
title_short | Test of lepton universality using B⁺→K⁺ℓ⁺ℓ⁻ decays |
title_sort | test of lepton universality using b⁺→k⁺ℓ⁺ℓ⁻ decays |
topic | Particle Physics - Experiment |
url | http://cds.cern.ch/record/2868339 |
work_keys_str_mv | AT laukatung testofleptonuniversalityusingbklldecays |